Bronchoalveolar Lavage Fluid Microbiota is Associated with the Diagnosis and Prognosis Evaluation of Lung Cancer

被引:3
作者
Cheng, Chen [1 ,2 ]
Wang, Zhifeng [3 ]
Ding, Chao [4 ]
Liu, Pingli [5 ]
Xu, Xiaoqiang [3 ]
Li, Yan [5 ]
Yan, Yi [5 ]
Yin, Xiaocong [6 ]
Chen, Bi [5 ]
Gu, Bing [7 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Lab Med, Nanjing 210029, Jiangsu, Peoples R China
[2] Branch Natl Clin Res Ctr Lab Med, Nanjing 210029, Jiangsu, Peoples R China
[3] 01Life Inst, Dept Bioinformat, Shenzhen 518000, Guangdong, Peoples R China
[4] Nanjing Univ, Drum Tower Hosp, Med Sch, Dept Gen Surg, Nanjing 210008, Jiangsu, Peoples R China
[5] Xuzhou Med Univ, Affiliated Hosp, Dept Resp Med, Xuzhou 221006, Jiangsu, Peoples R China
[6] Xuzhou Med Univ, Med Technol Sch, Xuzhou 221004, Jiangsu, Peoples R China
[7] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Lab Med, 106 Zhongshan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
来源
PHENOMICS | 2024年 / 4卷 / 02期
基金
中国国家自然科学基金;
关键词
Lung cancer; Bronchoalveolar lavage fluid microbiota; 16S rRNA amplicon sequencing; Diagnosis; Prognosis; RISK;
D O I
10.1007/s43657-023-00135-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The gut microbiota and cancer have been demonstrated to be closely related. However, few studies have explored the bronchoalveolar lavage fluid (BALF) microbiota in patients with lung cancer (LC), specifically the microbiota related to progression-free survival (PFS) in LC. A total of 216 BALF samples were collected including 166 LC and 50 benign pulmonary disease (N-LC) samples, and further sequenced using 16S rRNA amplicon sequencing. Enrolled LC patients were followed up, the therapeutic efficacy was assessed, and PFS was calculated. The associated clinical and microbiota sequencing data were deeply analysed. Distinct differences in the microbial profiles were evident in the lower airways of patients with LC and N-LC, which was also found between non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC). A combined random forest model was built to distinguish NSCLC from SCLC and reached area under curves (AUCs) of 0.919 (95% CI 86.69-97.1%) and 0.893 (95% CI 79.39-99.29%) in the training and test groups, respectively. The lower alpha diversity of the BALF microbiota in NSCLC patients was significantly associated with reduced PFS, although this link was not observed in SCLC. Specifically, NSCLC with a higher abundance of f_Lachnospiraceae, s_Prevotella nigrescens and f_[Mogibacteriaceae] achieved longer PFS. The enrichment of o_Streptophyta and g_Prevotella was observed in SCLC with worse PFS. This study provided a detailed description of the characteristics of BALF microbiota in patients with NSCLC and SCLC simultaneously and provided insights into the role of the diagnosis and prognosis evaluation.
引用
收藏
页码:125 / 137
页数:13
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